Computer Operators
Monitor and control electronic computer and peripheral electronic data processing equipment to process business, scientific, engineering, and other data according to operating instructions. Monitor and respond to operating and error messages. May enter commands at a computer terminal and set controls on computer and peripheral devices.
AI Impact Summary
Computer Operators faces moderate AI displacement risk with a score of 48/100. This occupation has higher AI displacement risk than 95% of all analyzed occupations. Of 15 analyzed tasks, 5 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Computer Operators skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
15 tasks analyzed
Enter commands, using computer terminal, and activate controls on computer and peripheral equipment to integrate and operate equipment.
Oversee the operation of computer hardware systems, including coordinating and scheduling the use of computer terminals and networks to ensure efficient use.
Monitor the system for equipment failure or errors in performance.
Answer telephone calls to assist computer users encountering problems.
Respond to program error messages by finding and correcting problems or terminating the program.
Retrieve, separate, and sort program output as needed, and send data to specified users.
Record information such as computer operating time, problems that occurred, and actions taken.
Notify supervisor or computer maintenance technicians of equipment malfunctions.
Operate spreadsheet programs and other types of software to load and manipulate data and to produce reports.
Read job set-up instructions to determine equipment to be used, order of use, material such as disks and paper to be loaded, and control settings.
Supervise and train peripheral equipment operators and computer operator trainees.
Help programmers and systems analysts test and debug new programs.
Load peripheral equipment with selected materials for operating runs, or oversee loading of peripheral equipment by peripheral equipment operators.
Type command on keyboard to transfer encoded data from memory unit to magnetic tape and assist in labeling, classifying, cataloging and maintaining tapes.
Clear equipment at end of operating run and review schedule to determine next assignment.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Enter commands, using computer terminal, and activate controls on computer and peripheral equipment to integrate and operate equipment. | 87Estimated | 84.0% | 10% | |
| Oversee the operation of computer hardware systems, including coordinating and scheduling the use of computer terminals and networks to ensure efficient use. | 92Estimated | 86.0% | 10% | |
| Monitor the system for equipment failure or errors in performance. | 95Estimated | 87.2% | 15% | |
| Answer telephone calls to assist computer users encountering problems. | 60Estimated | 39.0% | 10% | |
| Respond to program error messages by finding and correcting problems or terminating the program. | 48.82Observed | 46.5% | 10% | |
| Retrieve, separate, and sort program output as needed, and send data to specified users. | 36.35Observed | 63.7% | 5% | |
| Record information such as computer operating time, problems that occurred, and actions taken. | 41.5Observed | 65.8% | 5% | |
| Notify supervisor or computer maintenance technicians of equipment malfunctions. | 33.13Observed | 62.5% | 3% | |
| Operate spreadsheet programs and other types of software to load and manipulate data and to produce reports. | 49.55Observed | 69.0% | 5% | |
| Read job set-up instructions to determine equipment to be used, order of use, material such as disks and paper to be loaded, and control settings. | 87Estimated | 84.0% | 5% | |
| Supervise and train peripheral equipment operators and computer operator trainees. | 30Estimated | 27.0% | 5% | |
| Help programmers and systems analysts test and debug new programs. | 49.75Observed | 46.9% | 5% | |
| Load peripheral equipment with selected materials for operating runs, or oversee loading of peripheral equipment by peripheral equipment operators. | 40Estimated | 49.0% | 5% | |
| Type command on keyboard to transfer encoded data from memory unit to magnetic tape and assist in labeling, classifying, cataloging and maintaining tapes. | 82Estimated | 82.0% | 4% | |
| Clear equipment at end of operating run and review schedule to determine next assignment. | 45Estimated | 51.0% | 3% |
Protective Factors
Total protective discount: 27.3%
Essential Soft Skills
Traits that are hard for AI to replicate
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Computer Operators professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Programming
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Instructing
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change